This is a notebook, updated after the degrees of freedom crisis of May 7-9, 2018, aimed at doing a first-pass analysis of all Beetles data to-date in the same notebook.
Loading required namespace: GPArotation
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 3 factors: See 3-factor solution, above.
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 2 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 2 factors: See 3-factor solution, above.
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 4 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 4 factors: See 4-factor solution, above.
Minimizing BIC suggests retaining 2 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 4 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 4 factors: See 4-factor solution, above.
Minimizing BIC suggests retaining 3 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 3 factors: See 3-factor solution, above.
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 2 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
Joining, by = "factor"
Joining, by = "factor"
Joining, by = "factor"
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 3 factors: See 3-factor solution, above.
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 2 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 2 factors: See 2-factor solution, above.
Minimizing BIC suggests retaining 2 factors: See 2-factor solution, above.
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 2 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 2 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 2 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 4 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 4 factors: See 4-factor solution, above.
Minimizing BIC suggests retaining 3 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
convergence not obtained in GPFoblq. 1000 iterations used. A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 2 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors:
Joining, by = "factor"
Minimizing BIC suggests retaining 2 factors: See 2-factor solution, above.
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
A loading greater than abs(1) was detected. Examine the loadings carefully.Joining, by = "factor"
Joining, by = "factor"
Following our usual protocol (eigenvalue > 1, shared variance explained > 5%, dominant for \(\geq\) 1 capacity after rotation) suggests retaining 3 factors:
Joining, by = "factor"
Parallel analysis suggests retaining 3 factors: See 3-factor solution, above.
Minimizing BIC suggests retaining 2 factors:
Joining, by = "factor"
Joining, by = "subid"
Column `subid` joining character vector and factor, coercing into character vector
Joining, by = "factor"
Joining, by = "factor"
Joining, by = "factor"
Joining, by = c("subid", "character")
Column `subid` joining factor and character vector, coercing into character vectorJoining, by = c("subid", "character")
Joining, by = c("subid", "character")
Joining, by = c("subid", "character")
Joining, by = c("subid", "character")
Column `character` joining factors with different levels, coercing to character vectorJoining, by = c("subid", "character")
Column `character` joining character vector and factor, coercing into character vector
Joining, by = "subid"